Overview
- Presents encouraging modeling methods to assess personality from speech
- Introduces a personality assessment questionnaire and presents the results of extensive labeling sessions
- Combines interdisciplinary knowledge and experience from research fields of psychology, linguistics, audio-processing, machine learning, and computer science
Part of the book series: T-Labs Series in Telecommunication Services (TLABS)
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Table of contents (7 chapters)
Keywords
About this book
neuroticism. Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically.
Reviews
“The focus of this study, written by a researcher at Telekom Innovation Laboratories in Berlin, is speech. Researchers and innovators in human-computer interactions will find interesting and valuable interdisciplinary materials in these experiments. … detailed sectional divisions within the chapters, collected in the table of contents, will usually be adequate to rapidly aid the reader in finding the particular desired information. This is cutting-edge research with many potential applications.” (Brad Reid, Computing Reviews, November, 2015)
“Polzehl reviews research on speech and personality, including descriptive, correlational, and experimental work. … He develops a rich corpus of speech and extracts a large set of acoustic features in order to predict the Big Five personality traits … . I recommend the book for those interested in the technical details of how to develop an automated speech analysis system.” (David S. Kreiner, PsycCRITIQUES, Vol. 60 (33), August, 2015)
Authors and Affiliations
Bibliographic Information
Book Title: Personality in Speech
Book Subtitle: Assessment and Automatic Classification
Authors: Tim Polzehl
Series Title: T-Labs Series in Telecommunication Services
DOI: https://doi.org/10.1007/978-3-319-09516-5
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Hardcover ISBN: 978-3-319-09515-8Published: 11 September 2014
Softcover ISBN: 978-3-319-36204-5Published: 23 August 2016
eBook ISBN: 978-3-319-09516-5Published: 30 August 2014
Series ISSN: 2192-2810
Series E-ISSN: 2192-2829
Edition Number: 1
Number of Pages: XIV, 176
Number of Illustrations: 5 b/w illustrations, 34 illustrations in colour
Topics: Signal, Image and Speech Processing, Personality and Social Psychology, User Interfaces and Human Computer Interaction, Computational Linguistics